14 citations · 19 across the 3 of their papers we have counts for
4 papers
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation
Victor Schmidt, Makesh Narsimhan Sreedhar, Mostafa ElAraby +1
Unpaired Image-to-Image Translation (I2IT) tasks often suffer from lack of data, a problem which self-supervised learning (SSL) has recently been very popular and successful at tac…
Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming
Mostafa ElAraby, Guy Wolf, Margarida Carvalho
We introduce a mixed integer program (MIP) for assigning importance scores to each neuron in deep neural network architectures which is guided by the impact of their simultaneous p…
Gender Aware Spoken Language Translation Applied to English-Arabic
Mostafa Elaraby, Ahmed Y. Tawfik, Mahmoud Khaled +2
Spoken Language Translation (SLT) is becoming more widely used and becoming a communication tool that helps in crossing language barriers. One of the challenges of SLT is the trans…
Synthetic Data for Neural Machine Translation of Spoken-Dialects
Hany Hassan, Mostafa Elaraby, Ahmed Tawfik
In this paper, we introduce a novel approach to generate synthetic data for training Neural Machine Translation systems. The proposed approach transforms a given parallel corpus be…